Development Tools

A Model Context Protocol server that uses Instaloader to download Instagram posts, videos, stories, highlights, and profile pictures with optional metadata extraction.

Provides comprehensive mathematical capabilities including basic arithmetic, advanced functions, statistical tools, and access to mathematical constants. It allows users to perform computations and generate math-related prompts through a standardized MCP interface.

Enables AI clients to query live data from SAP HANA and SQL databases through read-only SELECT queries with CSV-formatted results.

A comprehensive demonstration server that provides tools for calculations, weather, and note management alongside an interactive web interface. It showcases how AI assistants can seamlessly interact with external data sources and functions using the Model Context Protocol.

Enables AI assistants to execute malware analysis tools on a REMnux system via Docker, SSH, or local connections. It provides automated file-type analysis, structured tool discovery, and security guardrails for streamlined malware investigation.

A specialized MCP server for college football that provides real-time scores, betting odds, player stats, and team historical data by integrating with The Odds API and CollegeFootballData API.

Enables AI models to search the web using DuckDuckGo, scrape webpage content in markdown format, and browse/read local files for code analysis and debugging.

Enables structured step-by-step reasoning with branching, revisions, and self-critique to help break down complex problems into manageable steps with confidence tracking and thought history search.

A robust conversion server that transforms Markdown into professional PDF documents with full support for Mermaid diagrams, LaTeX math, and customizable formatting via Pandoc and Docker.

An MCP server for JavaScript reverse engineering that enables AI to perform browser debugging, script analysis, and automated hook injection. It streamlines complex workflows like deobfuscation, network tracing, and risk assessment through direct browser integration.

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Enables interaction with Twilio API services including messaging, voice, and Studio flows through Docker deployment. Supports both API Key and Auth Token authentication for managing calls, messages, phone numbers, and automation workflows.

A cloud browser automation server using Browserbase and Stagehand that enables LLMs to navigate websites, interact with UI elements, and extract structured data through AI-powered automation.

A standardized Model Context Protocol server that provides detailed Pokémon data and information to LLMs.

A specialized MCP server and agent framework designed to provide stock price lookups and global market data, leveraging OpenAI's API. It includes support for fine-tuning data management (SFT, DPO, RFT) and function calling integration via a tools.py configuration.

A collection of production-ready AI agent implementations using the Model Context Protocol (MCP) to analyze financial data, SEC filings, and perform web scraping through integrations like Bright Data and Zapier.

A TypeScript-based MCP server template demonstrating how to implement HTTP and STDIO transports within a custom Docker container. It includes features like CORS support and Smithery session configuration for deployment.

A Python-based Model Context Protocol server designed to provide weather information, serving as a primary example for Quickstart tutorials.

A Marketing Miner MCP server that enables AI assistants to perform keyword research and search volume analysis using the Marketing Miner API, specifically optimized for Central/Eastern European and English markets.

Integrates Brave Search API to enable web, image, video, news, and local business searches with filtering options like result count and content freshness.

Provides persistent memory and context continuity for AI agents using Zep's Graphiti and Neo4j graph database. Enables storing, retrieving, and linking memories to build a knowledge graph accessible across Cursor and Claude.

A specialized MCP server designed to automate the generation of assets, such as images or icons, directly within the model's workflow.

A Harness API integration server for the Model Context Protocol, enabling GenAI applications to manage continuous delivery and cloud cost management workflows.

A Model Context Protocol server that integrates GenAI applications with the Rancher Kubernetes management platform, providing comprehensive API coverage for cluster management and deployments.

USe input from Google's Gemini inside your AI assistant. Good for research, content marketing and fact checking.

Creates custom MCP servers from JSON configuration files that can execute AI-powered tools by dynamically invoking Claude, Codex, or Gemini CLIs with configurable prompts and inputs.

This MCP server bridges Cline with Notion via the Dify API, allowing users to query Notion knowledge bases and retrieve detailed answers with page references directly within the IDE.

Provides basic utility tools including calculator for arithmetic operations, text processor for string transformations, and JSON formatter for validating and formatting JSON data.

A Python-based MCP server that connects to the Monobank API, providing tools to access personal banking data including account balances, jar information, and transaction statements.

A configuration utility that connects Glean's search and AI capabilities to popular MCP clients like Cursor and Claude Desktop, supporting both remote OAuth and local server setups.